Dataset statistics
| Number of variables | 30 |
|---|---|
| Number of observations | 1100000 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 244.4 MiB |
| Average record size in memory | 233.0 B |
Variable types
| Numeric | 17 |
|---|---|
| Categorical | 12 |
| Boolean | 1 |
fuel_tank_volume has a high cardinality: 139 distinct values | High cardinality |
listed_date has a high cardinality: 1212 distinct values | High cardinality |
model_name has a high cardinality: 656 distinct values | High cardinality |
city_fuel_economy is highly correlated with engine_displacement and 8 other fields | High correlation |
daysonmarket is highly correlated with listing_id | High correlation |
engine_displacement is highly correlated with city_fuel_economy and 7 other fields | High correlation |
height is highly correlated with city_fuel_economy and 7 other fields | High correlation |
highway_fuel_economy is highly correlated with city_fuel_economy and 8 other fields | High correlation |
horsepower is highly correlated with city_fuel_economy and 8 other fields | High correlation |
is_new is highly correlated with mileage and 1 other fields | High correlation |
length is highly correlated with city_fuel_economy and 8 other fields | High correlation |
listing_id is highly correlated with daysonmarket | High correlation |
mileage is highly correlated with is_new and 1 other fields | High correlation |
price is highly correlated with city_fuel_economy and 7 other fields | High correlation |
wheelbase is highly correlated with city_fuel_economy and 8 other fields | High correlation |
width is highly correlated with city_fuel_economy and 8 other fields | High correlation |
year is highly correlated with is_new and 2 other fields | High correlation |
Torque_lb_ft is highly correlated with city_fuel_economy and 8 other fields | High correlation |
back_legroom is highly correlated with height | High correlation |
city_fuel_economy is highly correlated with engine_displacement and 7 other fields | High correlation |
daysonmarket is highly correlated with listing_id | High correlation |
engine_displacement is highly correlated with city_fuel_economy and 6 other fields | High correlation |
height is highly correlated with back_legroom and 8 other fields | High correlation |
highway_fuel_economy is highly correlated with city_fuel_economy and 7 other fields | High correlation |
horsepower is highly correlated with city_fuel_economy and 8 other fields | High correlation |
is_new is highly correlated with mileage and 1 other fields | High correlation |
length is highly correlated with city_fuel_economy and 7 other fields | High correlation |
listing_id is highly correlated with daysonmarket | High correlation |
mileage is highly correlated with is_new and 1 other fields | High correlation |
price is highly correlated with horsepower and 1 other fields | High correlation |
wheelbase is highly correlated with city_fuel_economy and 7 other fields | High correlation |
width is highly correlated with city_fuel_economy and 6 other fields | High correlation |
year is highly correlated with is_new and 1 other fields | High correlation |
Torque_lb_ft is highly correlated with city_fuel_economy and 8 other fields | High correlation |
city_fuel_economy is highly correlated with engine_displacement and 6 other fields | High correlation |
daysonmarket is highly correlated with listing_id | High correlation |
engine_displacement is highly correlated with city_fuel_economy and 5 other fields | High correlation |
height is highly correlated with city_fuel_economy and 1 other fields | High correlation |
highway_fuel_economy is highly correlated with city_fuel_economy and 4 other fields | High correlation |
horsepower is highly correlated with city_fuel_economy and 6 other fields | High correlation |
is_new is highly correlated with mileage and 1 other fields | High correlation |
length is highly correlated with city_fuel_economy and 4 other fields | High correlation |
listing_id is highly correlated with daysonmarket | High correlation |
mileage is highly correlated with is_new and 1 other fields | High correlation |
wheelbase is highly correlated with city_fuel_economy and 5 other fields | High correlation |
width is highly correlated with horsepower and 2 other fields | High correlation |
year is highly correlated with is_new and 1 other fields | High correlation |
Torque_lb_ft is highly correlated with city_fuel_economy and 6 other fields | High correlation |
maximum_seating is highly correlated with body_type | High correlation |
fuel_type is highly correlated with engine_cylinders | High correlation |
engine_cylinders is highly correlated with fuel_type | High correlation |
transmission_display is highly correlated with transmission | High correlation |
body_type is highly correlated with maximum_seating | High correlation |
transmission is highly correlated with transmission_display | High correlation |
back_legroom is highly correlated with body_type and 8 other fields | High correlation |
body_type is highly correlated with back_legroom and 12 other fields | High correlation |
city_fuel_economy is highly correlated with engine_cylinders and 11 other fields | High correlation |
daysonmarket is highly correlated with listing_id | High correlation |
engine_cylinders is highly correlated with body_type and 16 other fields | High correlation |
engine_displacement is highly correlated with body_type and 14 other fields | High correlation |
franchise_make is highly correlated with back_legroom and 17 other fields | High correlation |
front_legroom is highly correlated with franchise_make | High correlation |
fuel_type is highly correlated with engine_cylinders | High correlation |
height is highly correlated with back_legroom and 13 other fields | High correlation |
highway_fuel_economy is highly correlated with body_type and 12 other fields | High correlation |
horsepower is highly correlated with back_legroom and 14 other fields | High correlation |
is_new is highly correlated with year | High correlation |
length is highly correlated with back_legroom and 14 other fields | High correlation |
listing_id is highly correlated with daysonmarket | High correlation |
maximum_seating is highly correlated with back_legroom and 11 other fields | High correlation |
transmission is highly correlated with engine_cylinders and 2 other fields | High correlation |
transmission_display is highly correlated with city_fuel_economy and 10 other fields | High correlation |
wheel_system is highly correlated with body_type and 13 other fields | High correlation |
wheelbase is highly correlated with back_legroom and 14 other fields | High correlation |
width is highly correlated with back_legroom and 15 other fields | High correlation |
year is highly correlated with is_new | High correlation |
Torque_lb_ft is highly correlated with back_legroom and 15 other fields | High correlation |
Torque_RPM is highly correlated with engine_cylinders and 5 other fields | High correlation |
listing_id has unique values | Unique |
mileage has 97317 (8.8%) zeros | Zeros |
Reproduction
| Analysis started | 2022-09-04 20:06:59.888502 |
|---|---|
| Analysis finished | 2022-09-04 20:12:11.664750 |
| Duration | 5 minutes and 11.78 seconds |
| Software version | pandas-profiling v3.2.0 |
| Download configuration | config.json |
| Distinct | 185 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38.16277464 |
| Minimum | 0 |
|---|---|
| Maximum | 59.8 |
| Zeros | 183 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 33.4 |
| Q1 | 36.1 |
| median | 38.3 |
| Q3 | 39.9 |
| 95-th percentile | 43.6 |
| Maximum | 59.8 |
| Range | 59.8 |
| Interquartile range (IQR) | 3.8 |
Descriptive statistics
| Standard deviation | 3.009839003 |
|---|---|
| Coefficient of variation (CV) | 0.07886845315 |
| Kurtosis | 4.943097315 |
| Mean | 38.16277464 |
| Median Absolute Deviation (MAD) | 1.8 |
| Skewness | -0.4878789797 |
| Sum | 41979052.1 |
| Variance | 9.059130826 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 38.3 | 47851 | 4.4% |
| 43.6 | 47609 | 4.3% |
| 35.7 | 41227 | 3.7% |
| 40.4 | 32427 | 2.9% |
| 38.6 | 31567 | 2.9% |
| 37.4 | 31181 | 2.8% |
| 37.9 | 29463 | 2.7% |
| 35.2 | 28621 | 2.6% |
| 38.4 | 26776 | 2.4% |
| 38.1 | 25858 | 2.4% |
| Other values (175) | 757420 |
| Value | Count | Frequency (%) |
| 0 | 183 | |
| 3.5 | 2 | < 0.1% |
| 17.1 | 3 | < 0.1% |
| 20.2 | 3 | < 0.1% |
| 23.1 | 26 | < 0.1% |
| 23.7 | 1 | < 0.1% |
| 23.8 | 1 | < 0.1% |
| 24.6 | 415 | |
| 24.8 | 145 | < 0.1% |
| 24.9 | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 59.8 | 2 | < 0.1% |
| 49 | 1 | < 0.1% |
| 47.5 | 66 | < 0.1% |
| 47.4 | 16 | < 0.1% |
| 46.8 | 43 | < 0.1% |
| 45.2 | 22022 | |
| 44.5 | 108 | < 0.1% |
| 44.4 | 687 | 0.1% |
| 44.3 | 2333 | 0.2% |
| 44.2 | 7 | < 0.1% |
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.4 MiB |
| SUV / Crossover | |
|---|---|
| Sedan | |
| Pickup Truck | |
| Minivan | 36023 |
| Coupe | 21119 |
| Other values (4) | 36485 |
Length
| Max length | 15 |
|---|---|
| Median length | 15 |
| Mean length | 11.56969818 |
| Min length | 3 |
Characters and Unicode
| Total characters | 12726668 |
|---|---|
| Distinct characters | 29 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Sedan |
|---|---|
| 2nd row | Coupe |
| 3rd row | SUV / Crossover |
| 4th row | SUV / Crossover |
| 5th row | SUV / Crossover |
Common Values
| Value | Count | Frequency (%) |
| SUV / Crossover | 594453 | |
| Sedan | 253830 | |
| Pickup Truck | 158090 | 14.4% |
| Minivan | 36023 | 3.3% |
| Coupe | 21119 | 1.9% |
| Hatchback | 18856 | 1.7% |
| Wagon | 11888 | 1.1% |
| Convertible | 4940 | 0.4% |
| Van | 801 | 0.1% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| suv | 594453 | |
| 594453 | ||
| crossover | 594453 | |
| sedan | 253830 | |
| pickup | 158090 | 6.5% |
| truck | 158090 | 6.5% |
| minivan | 36023 | 1.5% |
| coupe | 21119 | 0.9% |
| hatchback | 18856 | 0.8% |
| wagon | 11888 | 0.5% |
| Other values (2) | 5741 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 1351936 | 10.6% |
| 1346996 | 10.6% | |
| o | 1226853 | 9.6% |
| s | 1188906 | 9.3% |
| e | 879282 | 6.9% |
| S | 848283 | 6.7% |
| v | 635416 | 5.0% |
| C | 620512 | 4.9% |
| V | 595254 | 4.7% |
| / | 594453 | 4.7% |
| Other values (19) | 3438777 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 7743770 | |
| Uppercase Letter | 3041449 | 23.9% |
| Space Separator | 1346996 | 10.6% |
| Other Punctuation | 594453 | 4.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 1351936 | |
| o | 1226853 | |
| s | 1188906 | |
| e | 879282 | |
| v | 635416 | |
| c | 353892 | 4.6% |
| n | 343505 | 4.4% |
| a | 340254 | 4.4% |
| u | 337299 | 4.4% |
| k | 335036 | 4.3% |
| Other values (8) | 751391 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 848283 | |
| C | 620512 | |
| V | 595254 | |
| U | 594453 | |
| T | 158090 | 5.2% |
| P | 158090 | 5.2% |
| M | 36023 | 1.2% |
| H | 18856 | 0.6% |
| W | 11888 | 0.4% |
Space Separator
| Value | Count | Frequency (%) |
| 1346996 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 594453 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 10785219 | |
| Common | 1941449 | 15.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 1351936 | |
| o | 1226853 | |
| s | 1188906 | |
| e | 879282 | 8.2% |
| S | 848283 | 7.9% |
| v | 635416 | 5.9% |
| C | 620512 | 5.8% |
| V | 595254 | 5.5% |
| U | 594453 | 5.5% |
| c | 353892 | 3.3% |
| Other values (17) | 2490432 |
Common
| Value | Count | Frequency (%) |
| 1346996 | ||
| / | 594453 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12726668 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| r | 1351936 | 10.6% |
| 1346996 | 10.6% | |
| o | 1226853 | 9.6% |
| s | 1188906 | 9.3% |
| e | 879282 | 6.9% |
| S | 848283 | 6.7% |
| v | 635416 | 5.0% |
| C | 620512 | 4.9% |
| V | 595254 | 4.7% |
| / | 594453 | 4.7% |
| Other values (19) | 3438777 |
city_fuel_economy
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 49 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.46764727 |
| Minimum | 9 |
|---|---|
| Maximum | 74 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.4 MiB |
Quantile statistics
| Minimum | 9 |
|---|---|
| 5-th percentile | 15 |
| Q1 | 18 |
| median | 21 |
| Q3 | 25 |
| 95-th percentile | 30 |
| Maximum | 74 |
| Range | 65 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 4.669318466 |
|---|---|
| Coefficient of variation (CV) | 0.2175048997 |
| Kurtosis | 0.5862573737 |
| Mean | 21.46764727 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 0.4908857145 |
| Sum | 23614412 |
| Variance | 21.80253494 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 19 | 98472 | 9.0% |
| 18 | 95954 | 8.7% |
| 22 | 86645 | 7.9% |
| 21 | 78977 | 7.2% |
| 16 | 78296 | 7.1% |
| 17 | 74296 | 6.8% |
| 26 | 72047 | 6.5% |
| 20 | 71110 | 6.5% |
| 15 | 67130 | 6.1% |
| 25 | 60729 | 5.5% |
| Other values (39) | 316344 |
| Value | Count | Frequency (%) |
| 9 | 30 | < 0.1% |
| 10 | 37 | < 0.1% |
| 11 | 269 | < 0.1% |
| 12 | 4014 | 0.4% |
| 13 | 8587 | 0.8% |
| 14 | 15674 | 1.4% |
| 15 | 67130 | |
| 16 | 78296 | |
| 17 | 74296 | |
| 18 | 95954 |
| Value | Count | Frequency (%) |
| 74 | 4 | < 0.1% |
| 70 | 19 | < 0.1% |
| 67 | 50 | |
| 66 | 28 | |
| 65 | 1 | < 0.1% |
| 63 | 6 | < 0.1% |
| 62 | 7 | < 0.1% |
| 60 | 1 | < 0.1% |
| 59 | 12 | < 0.1% |
| 58 | 29 |
| Distinct | 1225 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 79.98140636 |
| Minimum | 0 |
|---|---|
| Maximum | 2567 |
| Zeros | 10983 |
| Zeros (%) | 1.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 18 |
| median | 40 |
| Q3 | 89 |
| 95-th percentile | 293 |
| Maximum | 2567 |
| Range | 2567 |
| Interquartile range (IQR) | 71 |
Descriptive statistics
| Standard deviation | 103.930005 |
|---|---|
| Coefficient of variation (CV) | 1.299427076 |
| Kurtosis | 21.74913493 |
| Mean | 79.98140636 |
| Median Absolute Deviation (MAD) | 27 |
| Skewness | 3.118205729 |
| Sum | 87979547 |
| Variance | 10801.44594 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8 | 23286 | 2.1% |
| 13 | 20785 | 1.9% |
| 14 | 20626 | 1.9% |
| 15 | 20340 | 1.8% |
| 12 | 20246 | 1.8% |
| 7 | 19631 | 1.8% |
| 20 | 19567 | 1.8% |
| 6 | 18869 | 1.7% |
| 21 | 18320 | 1.7% |
| 19 | 17753 | 1.6% |
| Other values (1215) | 900577 |
| Value | Count | Frequency (%) |
| 0 | 10983 | |
| 1 | 12234 | |
| 2 | 8402 | 0.8% |
| 3 | 6220 | 0.6% |
| 4 | 10979 | |
| 5 | 16832 | |
| 6 | 18869 | |
| 7 | 19631 | |
| 8 | 23286 | |
| 9 | 16440 |
| Value | Count | Frequency (%) |
| 2567 | 1 | |
| 2527 | 1 | |
| 2499 | 1 | |
| 2464 | 1 | |
| 2337 | 1 | |
| 2296 | 1 | |
| 2194 | 1 | |
| 2182 | 1 | |
| 2150 | 1 | |
| 2073 | 1 |
| Distinct | 26 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.4 MiB |
| I4 | |
|---|---|
| V6 | |
| V8 | |
| H4 | 27590 |
| V6 Flex Fuel Vehicle | 25969 |
| Other values (21) | 55197 |
Length
| Max length | 25 |
|---|---|
| Median length | 2 |
| Mean length | 2.833386364 |
| Min length | 2 |
Characters and Unicode
| Total characters | 3116725 |
|---|---|
| Distinct characters | 37 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | I4 |
|---|---|
| 2nd row | V6 |
| 3rd row | V6 |
| 4th row | V6 |
| 5th row | V6 |
Common Values
| Value | Count | Frequency (%) |
| I4 | 567169 | |
| V6 | 320651 | |
| V8 | 103424 | 9.4% |
| H4 | 27590 | 2.5% |
| V6 Flex Fuel Vehicle | 25969 | 2.4% |
| V8 Flex Fuel Vehicle | 18931 | 1.7% |
| I3 | 16448 | 1.5% |
| I6 | 7473 | 0.7% |
| I6 Diesel | 2930 | 0.3% |
| I4 Flex Fuel Vehicle | 2474 | 0.2% |
| Other values (16) | 6941 | 0.6% |
Length
| Value | Count | Frequency (%) |
| i4 | 571729 | |
| v6 | 349694 | |
| v8 | 122355 | 9.8% |
| flex | 47387 | 3.8% |
| fuel | 47387 | 3.8% |
| vehicle | 47387 | 3.8% |
| h4 | 27628 | 2.2% |
| i3 | 16448 | 1.3% |
| i6 | 10407 | 0.8% |
| diesel | 5540 | 0.4% |
| Other values (11) | 4337 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| I | 599361 | |
| 4 | 599357 | |
| V | 519606 | |
| 6 | 360743 | |
| e | 204948 | 6.6% |
| 150299 | 4.8% | |
| l | 149861 | 4.8% |
| 8 | 122355 | 3.9% |
| F | 94774 | 3.0% |
| i | 57673 | 1.9% |
| Other values (27) | 257748 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 1250299 | |
| Decimal Number | 1100316 | |
| Lowercase Letter | 615811 | |
| Space Separator | 150299 | 4.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 204948 | |
| l | 149861 | |
| i | 57673 | 9.4% |
| u | 47390 | 7.7% |
| c | 47387 | 7.7% |
| x | 47387 | 7.7% |
| h | 47387 | 7.7% |
| s | 7706 | 1.3% |
| d | 2592 | 0.4% |
| o | 2160 | 0.4% |
| Other values (7) | 1320 | 0.2% |
Uppercase Letter
| Value | Count | Frequency (%) |
| I | 599361 | |
| V | 519606 | |
| F | 94774 | 7.6% |
| H | 28702 | 2.3% |
| D | 5540 | 0.4% |
| B | 2157 | 0.2% |
| W | 146 | < 0.1% |
| R | 4 | < 0.1% |
| C | 3 | < 0.1% |
| N | 3 | < 0.1% |
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 599357 | |
| 6 | 360743 | |
| 8 | 122355 | 11.1% |
| 3 | 16448 | 1.5% |
| 5 | 777 | 0.1% |
| 1 | 316 | < 0.1% |
| 2 | 316 | < 0.1% |
| 0 | 4 | < 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 150299 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1866110 | |
| Common | 1250615 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| I | 599361 | |
| V | 519606 | |
| e | 204948 | 11.0% |
| l | 149861 | 8.0% |
| F | 94774 | 5.1% |
| i | 57673 | 3.1% |
| u | 47390 | 2.5% |
| c | 47387 | 2.5% |
| x | 47387 | 2.5% |
| h | 47387 | 2.5% |
| Other values (18) | 50336 | 2.7% |
Common
| Value | Count | Frequency (%) |
| 4 | 599357 | |
| 6 | 360743 | |
| 150299 | 12.0% | |
| 8 | 122355 | 9.8% |
| 3 | 16448 | 1.3% |
| 5 | 777 | 0.1% |
| 1 | 316 | < 0.1% |
| 2 | 316 | < 0.1% |
| 0 | 4 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3116725 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| I | 599361 | |
| 4 | 599357 | |
| V | 519606 | |
| 6 | 360743 | |
| e | 204948 | 6.6% |
| 150299 | 4.8% | |
| l | 149861 | 4.8% |
| 8 | 122355 | 3.9% |
| F | 94774 | 3.0% |
| i | 57673 | 1.9% |
| Other values (27) | 257748 |
engine_displacement
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 56 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2890.219091 |
| Minimum | 1000 |
|---|---|
| Maximum | 8100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.4 MiB |
Quantile statistics
| Minimum | 1000 |
|---|---|
| 5-th percentile | 1400 |
| Q1 | 2000 |
| median | 2500 |
| Q3 | 3500 |
| 95-th percentile | 5700 |
| Maximum | 8100 |
| Range | 7100 |
| Interquartile range (IQR) | 1500 |
Descriptive statistics
| Standard deviation | 1210.581976 |
|---|---|
| Coefficient of variation (CV) | 0.4188547435 |
| Kurtosis | 0.4886084598 |
| Mean | 2890.219091 |
| Median Absolute Deviation (MAD) | 1000 |
| Skewness | 0.9929029442 |
| Sum | 3179241000 |
| Variance | 1465508.721 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2000 | 222852 | |
| 3500 | 154296 | |
| 3600 | 136966 | |
| 2500 | 119564 | |
| 2400 | 85571 | 7.8% |
| 1500 | 66315 | 6.0% |
| 1400 | 41781 | 3.8% |
| 5700 | 37111 | 3.4% |
| 3000 | 33245 | 3.0% |
| 5300 | 26198 | 2.4% |
| Other values (46) | 176101 |
| Value | Count | Frequency (%) |
| 1000 | 4364 | 0.4% |
| 1200 | 4459 | 0.4% |
| 1300 | 15116 | 1.4% |
| 1400 | 41781 | 3.8% |
| 1500 | 66315 | 6.0% |
| 1600 | 23911 | 2.2% |
| 1700 | 34 | < 0.1% |
| 1800 | 23036 | 2.1% |
| 1900 | 15 | < 0.1% |
| 2000 | 222852 |
| Value | Count | Frequency (%) |
| 8100 | 1 | < 0.1% |
| 6800 | 19 | < 0.1% |
| 6700 | 12 | < 0.1% |
| 6600 | 105 | < 0.1% |
| 6400 | 2349 | 0.2% |
| 6300 | 22 | < 0.1% |
| 6200 | 23463 | |
| 6100 | 59 | < 0.1% |
| 6000 | 439 | < 0.1% |
| 5900 | 14 | < 0.1% |
| Distinct | 44 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.4 MiB |
| Chevrolet | |
|---|---|
| Ford | |
| Jeep | |
| Honda | |
| Nissan | |
| Other values (39) |
Length
| Max length | 13 |
|---|---|
| Median length | 11 |
| Mean length | 5.858822727 |
| Min length | 3 |
Characters and Unicode
| Total characters | 6444705 |
|---|---|
| Distinct characters | 45 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Chevrolet |
|---|---|
| 2nd row | Jeep |
| 3rd row | Chevrolet |
| 4th row | Chevrolet |
| 5th row | Chevrolet |
Common Values
| Value | Count | Frequency (%) |
| Chevrolet | 161324 | |
| Ford | 153403 | |
| Jeep | 99068 | 9.0% |
| Honda | 94234 | 8.6% |
| Nissan | 82237 | 7.5% |
| Toyota | 57253 | 5.2% |
| Hyundai | 48561 | 4.4% |
| Kia | 41656 | 3.8% |
| Buick | 35958 | 3.3% |
| Dodge | 29933 | 2.7% |
| Other values (34) | 296373 |
Length
| Value | Count | Frequency (%) |
| chevrolet | 161324 | |
| ford | 153403 | |
| jeep | 99068 | 8.9% |
| honda | 94234 | 8.5% |
| nissan | 82237 | 7.4% |
| toyota | 57253 | 5.2% |
| hyundai | 48561 | 4.4% |
| kia | 41656 | 3.8% |
| buick | 35958 | 3.2% |
| dodge | 29933 | 2.7% |
| Other values (37) | 303820 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 684249 | 10.6% |
| o | 626561 | 9.7% |
| a | 491996 | 7.6% |
| r | 412297 | 6.4% |
| d | 404855 | 6.3% |
| n | 305450 | 4.7% |
| i | 285099 | 4.4% |
| l | 268411 | 4.2% |
| s | 253503 | 3.9% |
| t | 229119 | 3.6% |
| Other values (35) | 2483165 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 5073426 | |
| Uppercase Letter | 1345301 | 20.9% |
| Dash Punctuation | 18531 | 0.3% |
| Space Separator | 7447 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 684249 | |
| o | 626561 | |
| a | 491996 | |
| r | 412297 | 8.1% |
| d | 404855 | 8.0% |
| n | 305450 | 6.0% |
| i | 285099 | 5.6% |
| l | 268411 | 5.3% |
| s | 253503 | 5.0% |
| t | 229119 | 4.5% |
| Other values (14) | 1111886 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 220054 | |
| F | 164500 | |
| H | 142795 | |
| M | 122782 | |
| N | 103588 | |
| J | 101471 | |
| B | 72306 | 5.4% |
| T | 68349 | 5.1% |
| A | 54181 | 4.0% |
| I | 44180 | 3.3% |
| Other values (9) | 251095 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 18531 |
Space Separator
| Value | Count | Frequency (%) |
| 7447 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 6418727 | |
| Common | 25978 | 0.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 684249 | 10.7% |
| o | 626561 | 9.8% |
| a | 491996 | 7.7% |
| r | 412297 | 6.4% |
| d | 404855 | 6.3% |
| n | 305450 | 4.8% |
| i | 285099 | 4.4% |
| l | 268411 | 4.2% |
| s | 253503 | 3.9% |
| t | 229119 | 3.6% |
| Other values (33) | 2457187 |
Common
| Value | Count | Frequency (%) |
| - | 18531 | |
| 7447 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 6444705 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 684249 | 10.6% |
| o | 626561 | 9.7% |
| a | 491996 | 7.6% |
| r | 412297 | 6.4% |
| d | 404855 | 6.3% |
| n | 305450 | 4.7% |
| i | 285099 | 4.4% |
| l | 268411 | 4.2% |
| s | 253503 | 3.9% |
| t | 229119 | 3.6% |
| Other values (35) | 2483165 |
| Distinct | 78 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 42.17207409 |
| Minimum | 0 |
|---|---|
| Maximum | 52.5 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 40.3 |
| Q1 | 41 |
| median | 41.8 |
| Q3 | 43 |
| 95-th percentile | 45 |
| Maximum | 52.5 |
| Range | 52.5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.451929618 |
|---|---|
| Coefficient of variation (CV) | 0.03442869835 |
| Kurtosis | 0.622369386 |
| Mean | 42.17207409 |
| Median Absolute Deviation (MAD) | 0.9 |
| Skewness | 0.6302724953 |
| Sum | 46389281.5 |
| Variance | 2.108099615 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 40.9 | 90320 | 8.2% |
| 43.9 | 66621 | 6.1% |
| 41.2 | 63529 | 5.8% |
| 41 | 58899 | 5.4% |
| 41.3 | 47265 | 4.3% |
| 42.3 | 46994 | 4.3% |
| 40.8 | 45211 | 4.1% |
| 41.1 | 43291 | 3.9% |
| 44.5 | 37594 | 3.4% |
| 40.3 | 35994 | 3.3% |
| Other values (68) | 564282 |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 35.8 | 100 | < 0.1% |
| 36.6 | 1001 | |
| 37.7 | 304 | < 0.1% |
| 37.8 | 1 | < 0.1% |
| 38 | 8 | < 0.1% |
| 38.7 | 59 | < 0.1% |
| 38.9 | 42 | < 0.1% |
| 39 | 483 | < 0.1% |
| 39.1 | 1410 |
| Value | Count | Frequency (%) |
| 52.5 | 129 | < 0.1% |
| 46.9 | 91 | < 0.1% |
| 46.4 | 546 | < 0.1% |
| 46.3 | 148 | < 0.1% |
| 46.1 | 4151 | 0.4% |
| 45.9 | 25 | < 0.1% |
| 45.8 | 3509 | 0.3% |
| 45.7 | 1819 | 0.2% |
| 45.5 | 11020 | |
| 45.4 | 351 | < 0.1% |
| Distinct | 139 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.4 MiB |
| 26 gal | |
|---|---|
| 14 gal | 65603 |
| 18.5 gal | 63475 |
| 13.2 gal | 56416 |
| 15.9 gal | 45064 |
| Other values (134) |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 7.343633636 |
| Min length | 5 |
Characters and Unicode
| Total characters | 8077997 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 15.8 gal |
|---|---|
| 2nd row | 17.4 gal |
| 3rd row | 19.4 gal |
| 4th row | 22 gal |
| 5th row | 24.6 gal |
Common Values
| Value | Count | Frequency (%) |
| 26 gal | 96441 | 8.8% |
| 14 gal | 65603 | 6.0% |
| 18.5 gal | 63475 | 5.8% |
| 13.2 gal | 56416 | 5.1% |
| 15.9 gal | 45064 | 4.1% |
| 14.5 gal | 39962 | 3.6% |
| 19 gal | 38990 | 3.5% |
| 19.5 gal | 37188 | 3.4% |
| 24 gal | 30311 | 2.8% |
| 24.6 gal | 29827 | 2.7% |
| Other values (129) | 596723 |
Length
| Value | Count | Frequency (%) |
| gal | 1100000 | |
| 26 | 96441 | 4.4% |
| 14 | 65603 | 3.0% |
| 18.5 | 63475 | 2.9% |
| 13.2 | 56416 | 2.6% |
| 15.9 | 45064 | 2.0% |
| 14.5 | 39962 | 1.8% |
| 19 | 38990 | 1.8% |
| 19.5 | 37188 | 1.7% |
| 24 | 30311 | 1.4% |
| Other values (130) | 626550 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1100000 | ||
| g | 1100000 | |
| a | 1100000 | |
| l | 1100000 | |
| 1 | 865792 | |
| . | 740083 | |
| 2 | 485851 | |
| 5 | 318544 | 3.9% |
| 4 | 295196 | 3.7% |
| 6 | 279146 | 3.5% |
| Other values (5) | 693385 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 3300000 | |
| Decimal Number | 2937914 | |
| Space Separator | 1100000 | 13.6% |
| Other Punctuation | 740083 | 9.2% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 865792 | |
| 2 | 485851 | |
| 5 | 318544 | 10.8% |
| 4 | 295196 | 10.0% |
| 6 | 279146 | 9.5% |
| 8 | 209630 | 7.1% |
| 9 | 184541 | 6.3% |
| 3 | 157882 | 5.4% |
| 7 | 95488 | 3.3% |
| 0 | 45844 | 1.6% |
Lowercase Letter
| Value | Count | Frequency (%) |
| g | 1100000 | |
| a | 1100000 | |
| l | 1100000 |
Space Separator
| Value | Count | Frequency (%) |
| 1100000 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 740083 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4777997 | |
| Latin | 3300000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1100000 | ||
| 1 | 865792 | |
| . | 740083 | |
| 2 | 485851 | |
| 5 | 318544 | 6.7% |
| 4 | 295196 | 6.2% |
| 6 | 279146 | 5.8% |
| 8 | 209630 | 4.4% |
| 9 | 184541 | 3.9% |
| 3 | 157882 | 3.3% |
| Other values (2) | 141332 | 3.0% |
Latin
| Value | Count | Frequency (%) |
| g | 1100000 | |
| a | 1100000 | |
| l | 1100000 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8077997 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1100000 | ||
| g | 1100000 | |
| a | 1100000 | |
| l | 1100000 | |
| 1 | 865792 | |
| . | 740083 | |
| 2 | 485851 | |
| 5 | 318544 | 3.9% |
| 4 | 295196 | 3.7% |
| 6 | 279146 | 3.5% |
| Other values (5) | 693385 |
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.4 MiB |
| Gasoline | |
|---|---|
| Flex Fuel Vehicle | 47387 |
| Diesel | 5540 |
| Biodiesel | 2157 |
| Hybrid | 432 |
Length
| Max length | 22 |
|---|---|
| Median length | 8 |
| Mean length | 8.378852727 |
| Min length | 6 |
Characters and Unicode
| Total characters | 9216738 |
|---|---|
| Distinct characters | 27 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Gasoline |
|---|---|
| 2nd row | Gasoline |
| 3rd row | Gasoline |
| 4th row | Gasoline |
| 5th row | Gasoline |
Common Values
| Value | Count | Frequency (%) |
| Gasoline | 1044481 | |
| Flex Fuel Vehicle | 47387 | 4.3% |
| Diesel | 5540 | 0.5% |
| Biodiesel | 2157 | 0.2% |
| Hybrid | 432 | < 0.1% |
| Compressed Natural Gas | 3 | < 0.1% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| gasoline | 1044481 | |
| flex | 47387 | 4.0% |
| fuel | 47387 | 4.0% |
| vehicle | 47387 | 4.0% |
| diesel | 5540 | 0.5% |
| biodiesel | 2157 | 0.2% |
| hybrid | 432 | < 0.1% |
| compressed | 3 | < 0.1% |
| natural | 3 | < 0.1% |
| gas | 3 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 1249429 | |
| l | 1194342 | |
| i | 1102154 | |
| s | 1052187 | |
| o | 1046641 | |
| a | 1044490 | |
| G | 1044484 | |
| n | 1044481 | |
| 94780 | 1.0% | |
| F | 94774 | 1.0% |
| Other values (17) | 248976 | 2.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 7927178 | |
| Uppercase Letter | 1194780 | 13.0% |
| Space Separator | 94780 | 1.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 1249429 | |
| l | 1194342 | |
| i | 1102154 | |
| s | 1052187 | |
| o | 1046641 | |
| a | 1044490 | |
| n | 1044481 | |
| u | 47390 | 0.6% |
| c | 47387 | 0.6% |
| h | 47387 | 0.6% |
| Other values (8) | 51290 | 0.6% |
Uppercase Letter
| Value | Count | Frequency (%) |
| G | 1044484 | |
| F | 94774 | 7.9% |
| V | 47387 | 4.0% |
| D | 5540 | 0.5% |
| B | 2157 | 0.2% |
| H | 432 | < 0.1% |
| C | 3 | < 0.1% |
| N | 3 | < 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 94780 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 9121958 | |
| Common | 94780 | 1.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 1249429 | |
| l | 1194342 | |
| i | 1102154 | |
| s | 1052187 | |
| o | 1046641 | |
| a | 1044490 | |
| G | 1044484 | |
| n | 1044481 | |
| F | 94774 | 1.0% |
| u | 47390 | 0.5% |
| Other values (16) | 201586 | 2.2% |
Common
| Value | Count | Frequency (%) |
| 94780 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 9216738 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 1249429 | |
| l | 1194342 | |
| i | 1102154 | |
| s | 1052187 | |
| o | 1046641 | |
| a | 1044490 | |
| G | 1044484 | |
| n | 1044481 | |
| 94780 | 1.0% | |
| F | 94774 | 1.0% |
| Other values (17) | 248976 | 2.7% |
| Distinct | 295 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 65.93010982 |
| Minimum | 49 |
|---|---|
| Maximum | 108.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.4 MiB |
Quantile statistics
| Minimum | 49 |
|---|---|
| 5-th percentile | 56.5 |
| Q1 | 58.9 |
| median | 66.2 |
| Q3 | 69.9 |
| 95-th percentile | 77.2 |
| Maximum | 108.6 |
| Range | 59.6 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 6.575773861 |
|---|---|
| Coefficient of variation (CV) | 0.09973855465 |
| Kurtosis | -0.7648451871 |
| Mean | 65.93010982 |
| Median Absolute Deviation (MAD) | 4.4 |
| Skewness | 0.08986854105 |
| Sum | 72523120.8 |
| Variance | 43.24080187 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 66.3 | 38857 | 3.5% |
| 77.2 | 36280 | 3.3% |
| 66.1 | 33361 | 3.0% |
| 66.5 | 31425 | 2.9% |
| 69.9 | 26218 | 2.4% |
| 57.1 | 24815 | 2.3% |
| 64.8 | 24371 | 2.2% |
| 56.5 | 22806 | 2.1% |
| 58.1 | 22299 | 2.0% |
| 69.3 | 21716 | 2.0% |
| Other values (285) | 817852 |
| Value | Count | Frequency (%) |
| 49 | 1 | < 0.1% |
| 49.1 | 1 | < 0.1% |
| 49.7 | 1 | < 0.1% |
| 50 | 5 | < 0.1% |
| 50.2 | 1 | < 0.1% |
| 50.4 | 1 | < 0.1% |
| 50.6 | 59 | |
| 50.8 | 1 | < 0.1% |
| 51 | 2 | < 0.1% |
| 51.2 | 7 | < 0.1% |
| Value | Count | Frequency (%) |
| 108.6 | 15 | < 0.1% |
| 107.7 | 16 | < 0.1% |
| 99.2 | 149 | |
| 99.1 | 2 | < 0.1% |
| 98.7 | 18 | < 0.1% |
| 88 | 11 | < 0.1% |
| 84.6 | 17 | < 0.1% |
| 84.5 | 2 | < 0.1% |
| 84.1 | 17 | < 0.1% |
| 83.9 | 4 | < 0.1% |
highway_fuel_economy
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 50 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.57625182 |
| Minimum | 11 |
|---|---|
| Maximum | 75 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.4 MiB |
Quantile statistics
| Minimum | 11 |
|---|---|
| 5-th percentile | 21 |
| Q1 | 25 |
| median | 28 |
| Q3 | 32 |
| 95-th percentile | 39 |
| Maximum | 75 |
| Range | 64 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 5.403067935 |
|---|---|
| Coefficient of variation (CV) | 0.1890754592 |
| Kurtosis | -0.1370074985 |
| Mean | 28.57625182 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 0.3622593934 |
| Sum | 31433877 |
| Variance | 29.19314311 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 25 | 83402 | 7.6% |
| 22 | 78261 | 7.1% |
| 30 | 77862 | 7.1% |
| 28 | 76272 | 6.9% |
| 29 | 73550 | 6.7% |
| 27 | 71695 | 6.5% |
| 26 | 68184 | 6.2% |
| 31 | 67226 | 6.1% |
| 32 | 57626 | 5.2% |
| 21 | 54709 | 5.0% |
| Other values (40) | 391213 |
| Value | Count | Frequency (%) |
| 11 | 10 | < 0.1% |
| 12 | 14 | < 0.1% |
| 13 | 38 | < 0.1% |
| 14 | 87 | < 0.1% |
| 15 | 157 | < 0.1% |
| 16 | 435 | < 0.1% |
| 17 | 3751 | 0.3% |
| 18 | 8076 | |
| 19 | 9729 | |
| 20 | 16803 |
| Value | Count | Frequency (%) |
| 75 | 11 | < 0.1% |
| 74 | 4 | < 0.1% |
| 70 | 50 | |
| 68 | 44 | |
| 64 | 7 | < 0.1% |
| 61 | 6 | < 0.1% |
| 58 | 1 | < 0.1% |
| 57 | 69 | |
| 55 | 2 | < 0.1% |
| 53 | 21 | < 0.1% |
| Distinct | 342 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 247.7586518 |
| Minimum | 74 |
|---|---|
| Maximum | 808 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.4 MiB |
Quantile statistics
| Minimum | 74 |
|---|---|
| 5-th percentile | 138 |
| Q1 | 175 |
| median | 248 |
| Q3 | 300 |
| 95-th percentile | 395 |
| Maximum | 808 |
| Range | 734 |
| Interquartile range (IQR) | 125 |
Descriptive statistics
| Standard deviation | 86.48017249 |
|---|---|
| Coefficient of variation (CV) | 0.3490500609 |
| Kurtosis | 0.09316822693 |
| Mean | 247.7586518 |
| Median Absolute Deviation (MAD) | 66 |
| Skewness | 0.5975287334 |
| Sum | 272534517 |
| Variance | 7478.820235 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 375 | 46772 | 4.3% |
| 170 | 46707 | 4.2% |
| 395 | 40503 | 3.7% |
| 310 | 36740 | 3.3% |
| 295 | 35131 | 3.2% |
| 138 | 33068 | 3.0% |
| 147 | 31199 | 2.8% |
| 355 | 25104 | 2.3% |
| 280 | 25014 | 2.3% |
| 180 | 24816 | 2.3% |
| Other values (332) | 754946 |
| Value | Count | Frequency (%) |
| 74 | 49 | < 0.1% |
| 78 | 1939 | |
| 84 | 179 | < 0.1% |
| 90 | 1 | < 0.1% |
| 93 | 4 | < 0.1% |
| 96 | 1 | < 0.1% |
| 100 | 45 | < 0.1% |
| 101 | 167 | < 0.1% |
| 103 | 12 | < 0.1% |
| 104 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 808 | 13 | < 0.1% |
| 797 | 125 | < 0.1% |
| 760 | 37 | < 0.1% |
| 717 | 127 | < 0.1% |
| 707 | 396 | |
| 700 | 4 | < 0.1% |
| 662 | 15 | < 0.1% |
| 650 | 135 | < 0.1% |
| 640 | 16 | < 0.1% |
| 633 | 2 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.0 MiB |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 572196 | |
| False | 527804 |
| Distinct | 597 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 192.8080766 |
| Minimum | 139.6 |
|---|---|
| Maximum | 266.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.4 MiB |
Quantile statistics
| Minimum | 139.6 |
|---|---|
| 5-th percentile | 167.6 |
| Q1 | 182 |
| median | 189.8 |
| Q3 | 200.6 |
| 95-th percentile | 231.9 |
| Maximum | 266.1 |
| Range | 126.5 |
| Interquartile range (IQR) | 18.6 |
Descriptive statistics
| Standard deviation | 18.65402679 |
|---|---|
| Coefficient of variation (CV) | 0.09674919805 |
| Kurtosis | 0.1563793121 |
| Mean | 192.8080766 |
| Median Absolute Deviation (MAD) | 8.7 |
| Skewness | 0.8093609631 |
| Sum | 212088884.3 |
| Variance | 347.9727156 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 231.9 | 51431 | 4.7% |
| 184.5 | 28921 | 2.6% |
| 231.7 | 27359 | 2.5% |
| 167.6 | 23986 | 2.2% |
| 189.8 | 21457 | 2.0% |
| 232.9 | 20903 | 1.9% |
| 182.1 | 20567 | 1.9% |
| 204.3 | 20539 | 1.9% |
| 183.1 | 20507 | 1.9% |
| 182 | 19447 | 1.8% |
| Other values (587) | 844883 |
| Value | Count | Frequency (%) |
| 139.6 | 173 | < 0.1% |
| 142.8 | 2 | < 0.1% |
| 143.1 | 2 | < 0.1% |
| 143.9 | 9 | < 0.1% |
| 144.4 | 65 | < 0.1% |
| 144.7 | 179 | < 0.1% |
| 145.6 | 65 | < 0.1% |
| 146.2 | 56 | < 0.1% |
| 148.8 | 49 | < 0.1% |
| 149.4 | 1059 |
| Value | Count | Frequency (%) |
| 266.1 | 2 | < 0.1% |
| 263.9 | 16 | < 0.1% |
| 250.5 | 21 | < 0.1% |
| 250.4 | 6 | < 0.1% |
| 250.3 | 3 | < 0.1% |
| 249.2 | 10 | < 0.1% |
| 249 | 4 | < 0.1% |
| 247.9 | 7 | < 0.1% |
| 247.8 | 56 | |
| 247.6 | 2 | < 0.1% |
| Distinct | 1212 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.4 MiB |
| 2020-09-02 | 24503 |
|---|---|
| 2020-08-26 | 21314 |
| 2020-09-03 | 21300 |
| 2020-08-28 | 21160 |
| 2020-08-29 | 20748 |
| Other values (1207) |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 11000000 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 192 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 2020-07-16 |
|---|---|
| 2nd row | 2020-08-04 |
| 3rd row | 2020-08-13 |
| 4th row | 2020-08-13 |
| 5th row | 2020-08-16 |
Common Values
| Value | Count | Frequency (%) |
| 2020-09-02 | 24503 | 2.2% |
| 2020-08-26 | 21314 | 1.9% |
| 2020-09-03 | 21300 | 1.9% |
| 2020-08-28 | 21160 | 1.9% |
| 2020-08-29 | 20748 | 1.9% |
| 2020-08-27 | 20581 | 1.9% |
| 2020-08-21 | 20020 | 1.8% |
| 2020-08-22 | 18923 | 1.7% |
| 2020-09-04 | 18218 | 1.7% |
| 2020-09-05 | 18215 | 1.7% |
| Other values (1202) | 895018 |
Length
| Value | Count | Frequency (%) |
| 2020-09-02 | 24503 | 2.2% |
| 2020-08-26 | 21314 | 1.9% |
| 2020-09-03 | 21300 | 1.9% |
| 2020-08-28 | 21160 | 1.9% |
| 2020-08-29 | 20748 | 1.9% |
| 2020-08-27 | 20581 | 1.9% |
| 2020-08-21 | 20020 | 1.8% |
| 2020-08-22 | 18923 | 1.7% |
| 2020-09-04 | 18218 | 1.7% |
| 2020-09-05 | 18215 | 1.7% |
| Other values (1202) | 895018 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3636027 | |
| 2 | 2667673 | |
| - | 2200000 | |
| 1 | 634755 | 5.8% |
| 8 | 527848 | 4.8% |
| 9 | 355762 | 3.2% |
| 7 | 305494 | 2.8% |
| 3 | 213391 | 1.9% |
| 6 | 195174 | 1.8% |
| 5 | 140293 | 1.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8800000 | |
| Dash Punctuation | 2200000 | 20.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3636027 | |
| 2 | 2667673 | |
| 1 | 634755 | 7.2% |
| 8 | 527848 | 6.0% |
| 9 | 355762 | 4.0% |
| 7 | 305494 | 3.5% |
| 3 | 213391 | 2.4% |
| 6 | 195174 | 2.2% |
| 5 | 140293 | 1.6% |
| 4 | 123583 | 1.4% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 2200000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 11000000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 3636027 | |
| 2 | 2667673 | |
| - | 2200000 | |
| 1 | 634755 | 5.8% |
| 8 | 527848 | 4.8% |
| 9 | 355762 | 3.2% |
| 7 | 305494 | 2.8% |
| 3 | 213391 | 1.9% |
| 6 | 195174 | 1.8% |
| 5 | 140293 | 1.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 11000000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 3636027 | |
| 2 | 2667673 | |
| - | 2200000 | |
| 1 | 634755 | 5.8% |
| 8 | 527848 | 4.8% |
| 9 | 355762 | 3.2% |
| 7 | 305494 | 2.8% |
| 3 | 213391 | 1.9% |
| 6 | 195174 | 1.8% |
| 5 | 140293 | 1.3% |
listing_color
Categorical
| Distinct | 15 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.4 MiB |
| BLACK | |
|---|---|
| WHITE | |
| UNKNOWN | |
| SILVER | |
| GRAY | |
| Other values (10) |
Length
| Max length | 7 |
|---|---|
| Median length | 6 |
| Mean length | 5.028751818 |
| Min length | 3 |
Characters and Unicode
| Total characters | 5531627 |
|---|---|
| Distinct characters | 20 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | SILVER |
|---|---|
| 2nd row | BLACK |
| 3rd row | SILVER |
| 4th row | SILVER |
| 5th row | BLACK |
Common Values
| Value | Count | Frequency (%) |
| BLACK | 228733 | |
| WHITE | 219585 | |
| UNKNOWN | 157496 | |
| SILVER | 141920 | |
| GRAY | 138705 | |
| RED | 97584 | |
| BLUE | 94344 | |
| GREEN | 7175 | 0.7% |
| BROWN | 5132 | 0.5% |
| ORANGE | 4416 | 0.4% |
| Other values (5) | 4910 | 0.4% |
Length
| Value | Count | Frequency (%) |
| black | 228733 | |
| white | 219585 | |
| unknown | 157496 | |
| silver | 141920 | |
| gray | 138705 | |
| red | 97584 | |
| blue | 94344 | |
| green | 7175 | 0.7% |
| brown | 5132 | 0.5% |
| orange | 4416 | 0.4% |
| Other values (5) | 4910 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| E | 575480 | 10.4% |
| N | 489241 | 8.8% |
| L | 471221 | 8.5% |
| R | 395301 | 7.1% |
| K | 386259 | 7.0% |
| W | 383557 | 6.9% |
| A | 373422 | 6.8% |
| I | 361535 | 6.5% |
| B | 328209 | 5.9% |
| U | 252209 | 4.6% |
| Other values (10) | 1515193 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 5531627 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 575480 | 10.4% |
| N | 489241 | 8.8% |
| L | 471221 | 8.5% |
| R | 395301 | 7.1% |
| K | 386259 | 7.0% |
| W | 383557 | 6.9% |
| A | 373422 | 6.8% |
| I | 361535 | 6.5% |
| B | 328209 | 5.9% |
| U | 252209 | 4.6% |
| Other values (10) | 1515193 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 5531627 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| E | 575480 | 10.4% |
| N | 489241 | 8.8% |
| L | 471221 | 8.5% |
| R | 395301 | 7.1% |
| K | 386259 | 7.0% |
| W | 383557 | 6.9% |
| A | 373422 | 6.8% |
| I | 361535 | 6.5% |
| B | 328209 | 5.9% |
| U | 252209 | 4.6% |
| Other values (10) | 1515193 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5531627 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| E | 575480 | 10.4% |
| N | 489241 | 8.8% |
| L | 471221 | 8.5% |
| R | 395301 | 7.1% |
| K | 386259 | 7.0% |
| W | 383557 | 6.9% |
| A | 373422 | 6.8% |
| I | 361535 | 6.5% |
| B | 328209 | 5.9% |
| U | 252209 | 4.6% |
| Other values (10) | 1515193 |
listing_id
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONUNIQUE| Distinct | 1100000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 275174353.3 |
| Minimum | 67762256 |
|---|---|
| Maximum | 281871240 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.4 MiB |
Quantile statistics
| Minimum | 67762256 |
|---|---|
| 5-th percentile | 258643465.6 |
| Q1 | 274018498.5 |
| median | 278172000 |
| Q3 | 280140858.8 |
| 95-th percentile | 281419600.2 |
| Maximum | 281871240 |
| Range | 214108984 |
| Interquartile range (IQR) | 6122360.25 |
Descriptive statistics
| Standard deviation | 8378872.014 |
|---|---|
| Coefficient of variation (CV) | 0.03044932026 |
| Kurtosis | 29.13908752 |
| Mean | 275174353.3 |
| Median Absolute Deviation (MAD) | 2424139.5 |
| Skewness | -3.598259209 |
| Sum | 3.026917887 × 1014 |
| Variance | 7.020549622 × 1013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 276675304 | 1 | < 0.1% |
| 277687097 | 1 | < 0.1% |
| 258969182 | 1 | < 0.1% |
| 278908946 | 1 | < 0.1% |
| 278609757 | 1 | < 0.1% |
| 281286867 | 1 | < 0.1% |
| 277741127 | 1 | < 0.1% |
| 273478763 | 1 | < 0.1% |
| 276176501 | 1 | < 0.1% |
| 261267217 | 1 | < 0.1% |
| Other values (1099990) | 1099990 |
| Value | Count | Frequency (%) |
| 67762256 | 1 | |
| 70735432 | 1 | |
| 72676056 | 1 | |
| 75257631 | 1 | |
| 83938776 | 1 | |
| 86901529 | 1 | |
| 95357213 | 1 | |
| 96305013 | 1 | |
| 98730625 | 1 | |
| 104351484 | 1 |
| Value | Count | Frequency (%) |
| 281871240 | 1 | |
| 281871227 | 1 | |
| 281871225 | 1 | |
| 281870018 | 1 | |
| 281870005 | 1 | |
| 281868571 | 1 | |
| 281868569 | 1 | |
| 281868568 | 1 | |
| 281868566 | 1 | |
| 281866867 | 1 |
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.4 MiB |
| 5 seats | |
|---|---|
| 7 seats | |
| 6 seats | |
| 8 seats | |
| 4 seats | 22713 |
| Other values (6) | 1340 |
Length
| Max length | 8 |
|---|---|
| Median length | 7 |
| Mean length | 7.000467273 |
| Min length | 7 |
Characters and Unicode
| Total characters | 7700514 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 5 seats |
|---|---|
| 2nd row | 4 seats |
| 3rd row | 8 seats |
| 4th row | 8 seats |
| 5th row | 5 seats |
Common Values
| Value | Count | Frequency (%) |
| 5 seats | 742593 | |
| 7 seats | 125754 | 11.4% |
| 6 seats | 119943 | 10.9% |
| 8 seats | 87657 | 8.0% |
| 4 seats | 22713 | 2.1% |
| 9 seats | 640 | 0.1% |
| 15 seats | 453 | < 0.1% |
| 3 seats | 181 | < 0.1% |
| 10 seats | 35 | < 0.1% |
| 12 seats | 26 | < 0.1% |
Length
| Value | Count | Frequency (%) |
| seats | 1100000 | |
| 5 | 742593 | |
| 7 | 125754 | 5.7% |
| 6 | 119943 | 5.5% |
| 8 | 87657 | 4.0% |
| 4 | 22713 | 1.0% |
| 9 | 640 | < 0.1% |
| 15 | 453 | < 0.1% |
| 3 | 181 | < 0.1% |
| 10 | 35 | < 0.1% |
| Other values (2) | 31 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| s | 2200000 | |
| 1100000 | ||
| e | 1100000 | |
| a | 1100000 | |
| t | 1100000 | |
| 5 | 743046 | 9.6% |
| 7 | 125754 | 1.6% |
| 6 | 119943 | 1.6% |
| 8 | 87657 | 1.1% |
| 4 | 22713 | 0.3% |
| Other values (5) | 1401 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 5500000 | |
| Decimal Number | 1100514 | 14.3% |
| Space Separator | 1100000 | 14.3% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 5 | 743046 | |
| 7 | 125754 | 11.4% |
| 6 | 119943 | 10.9% |
| 8 | 87657 | 8.0% |
| 4 | 22713 | 2.1% |
| 9 | 640 | 0.1% |
| 1 | 514 | < 0.1% |
| 3 | 181 | < 0.1% |
| 0 | 35 | < 0.1% |
| 2 | 31 | < 0.1% |
Lowercase Letter
| Value | Count | Frequency (%) |
| s | 2200000 | |
| e | 1100000 | |
| a | 1100000 | |
| t | 1100000 |
Space Separator
| Value | Count | Frequency (%) |
| 1100000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 5500000 | |
| Common | 2200514 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1100000 | ||
| 5 | 743046 | |
| 7 | 125754 | 5.7% |
| 6 | 119943 | 5.5% |
| 8 | 87657 | 4.0% |
| 4 | 22713 | 1.0% |
| 9 | 640 | < 0.1% |
| 1 | 514 | < 0.1% |
| 3 | 181 | < 0.1% |
| 0 | 35 | < 0.1% |
Latin
| Value | Count | Frequency (%) |
| s | 2200000 | |
| e | 1100000 | |
| a | 1100000 | |
| t | 1100000 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7700514 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| s | 2200000 | |
| 1100000 | ||
| e | 1100000 | |
| a | 1100000 | |
| t | 1100000 | |
| 5 | 743046 | 9.6% |
| 7 | 125754 | 1.6% |
| 6 | 119943 | 1.6% |
| 8 | 87657 | 1.1% |
| 4 | 22713 | 0.3% |
| Other values (5) | 1401 | < 0.1% |
| Distinct | 126812 |
|---|---|
| Distinct (%) | 11.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21762.19085 |
| Minimum | 0 |
|---|---|
| Maximum | 1225238 |
| Zeros | 97317 |
| Zeros (%) | 8.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 5 |
| median | 500 |
| Q3 | 33934 |
| 95-th percentile | 93570.05 |
| Maximum | 1225238 |
| Range | 1225238 |
| Interquartile range (IQR) | 33929 |
Descriptive statistics
| Standard deviation | 33635.16422 |
|---|---|
| Coefficient of variation (CV) | 1.545578037 |
| Kurtosis | 12.5673735 |
| Mean | 21762.19085 |
| Median Absolute Deviation (MAD) | 500 |
| Skewness | 2.392922704 |
| Sum | 2.393840994 × 1010 |
| Variance | 1131324272 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 97317 | 8.8% |
| 10 | 61408 | 5.6% |
| 5 | 59799 | 5.4% |
| 3 | 33176 | 3.0% |
| 2 | 31963 | 2.9% |
| 1 | 31089 | 2.8% |
| 6 | 25852 | 2.4% |
| 11 | 21716 | 2.0% |
| 4 | 21661 | 2.0% |
| 12 | 20937 | 1.9% |
| Other values (126802) | 695082 |
| Value | Count | Frequency (%) |
| 0 | 97317 | |
| 1 | 31089 | 2.8% |
| 2 | 31963 | 2.9% |
| 3 | 33176 | 3.0% |
| 4 | 21661 | 2.0% |
| 5 | 59799 | |
| 6 | 25852 | 2.4% |
| 7 | 19106 | 1.7% |
| 8 | 17545 | 1.6% |
| 9 | 14771 | 1.3% |
| Value | Count | Frequency (%) |
| 1225238 | 1 | < 0.1% |
| 1111111 | 4 | |
| 999999 | 1 | < 0.1% |
| 785778 | 1 | < 0.1% |
| 514033 | 1 | < 0.1% |
| 399496 | 1 | < 0.1% |
| 381553 | 1 | < 0.1% |
| 381519 | 1 | < 0.1% |
| 380584 | 1 | < 0.1% |
| 379647 | 1 | < 0.1% |
| Distinct | 656 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.4 MiB |
| F-150 | 55407 |
|---|---|
| 1500 | 34728 |
| Silverado 1500 | 30136 |
| Rogue | 27564 |
| Trax | 24309 |
| Other values (651) |
Length
| Max length | 26 |
|---|---|
| Median length | 22 |
| Mean length | 6.696895455 |
| Min length | 2 |
Characters and Unicode
| Total characters | 7366585 |
|---|---|
| Distinct characters | 65 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 45 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Malibu |
|---|---|
| 2nd row | RC 350 |
| 3rd row | Traverse |
| 4th row | Traverse |
| 5th row | Grand Cherokee |
Common Values
| Value | Count | Frequency (%) |
| F-150 | 55407 | 5.0% |
| 1500 | 34728 | 3.2% |
| Silverado 1500 | 30136 | 2.7% |
| Rogue | 27564 | 2.5% |
| Trax | 24309 | 2.2% |
| CR-V | 23121 | 2.1% |
| Grand Cherokee | 21240 | 1.9% |
| Cherokee | 19438 | 1.8% |
| Altima | 18151 | 1.7% |
| Equinox | 18026 | 1.6% |
| Other values (646) | 827880 |
Length
| Value | Count | Frequency (%) |
| 1500 | 73858 | 5.9% |
| f-150 | 55407 | 4.4% |
| cherokee | 40678 | 3.2% |
| rogue | 33023 | 2.6% |
| grand | 31856 | 2.5% |
| silverado | 30159 | 2.4% |
| trax | 24309 | 1.9% |
| cr-v | 23121 | 1.8% |
| civic | 19165 | 1.5% |
| altima | 18215 | 1.5% |
| Other values (583) | 903465 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 647779 | 8.8% |
| e | 594312 | 8.1% |
| r | 548269 | 7.4% |
| o | 458878 | 6.2% |
| n | 350955 | 4.8% |
| i | 345087 | 4.7% |
| l | 253294 | 3.4% |
| 0 | 244423 | 3.3% |
| t | 244302 | 3.3% |
| C | 228167 | 3.1% |
| Other values (55) | 3451119 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 5006523 | |
| Uppercase Letter | 1455651 | 19.8% |
| Decimal Number | 623598 | 8.5% |
| Space Separator | 153256 | 2.1% |
| Dash Punctuation | 125907 | 1.7% |
| Other Punctuation | 1650 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 647779 | |
| e | 594312 | |
| r | 548269 | |
| o | 458878 | |
| n | 350955 | 7.0% |
| i | 345087 | 6.9% |
| l | 253294 | 5.1% |
| t | 244302 | 4.9% |
| s | 222790 | 4.4% |
| u | 198698 | 4.0% |
| Other values (16) | 1142159 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 228167 | |
| S | 155928 | |
| E | 133861 | |
| T | 119260 | 8.2% |
| R | 110270 | 7.6% |
| F | 105510 | 7.2% |
| X | 88146 | 6.1% |
| A | 85044 | 5.8% |
| G | 65199 | 4.5% |
| M | 56785 | 3.9% |
| Other values (16) | 307481 |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 244423 | |
| 5 | 168908 | |
| 1 | 130634 | |
| 3 | 23742 | 3.8% |
| 4 | 21206 | 3.4% |
| 6 | 18140 | 2.9% |
| 9 | 5531 | 0.9% |
| 7 | 3991 | 0.6% |
| 8 | 3567 | 0.6% |
| 2 | 3456 | 0.6% |
Space Separator
| Value | Count | Frequency (%) |
| 153256 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 125907 |
Other Punctuation
| Value | Count | Frequency (%) |
| & | 1650 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 6462174 | |
| Common | 904411 | 12.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 647779 | 10.0% |
| e | 594312 | 9.2% |
| r | 548269 | 8.5% |
| o | 458878 | 7.1% |
| n | 350955 | 5.4% |
| i | 345087 | 5.3% |
| l | 253294 | 3.9% |
| t | 244302 | 3.8% |
| C | 228167 | 3.5% |
| s | 222790 | 3.4% |
| Other values (42) | 2568341 |
Common
| Value | Count | Frequency (%) |
| 0 | 244423 | |
| 5 | 168908 | |
| 153256 | ||
| 1 | 130634 | |
| - | 125907 | |
| 3 | 23742 | 2.6% |
| 4 | 21206 | 2.3% |
| 6 | 18140 | 2.0% |
| 9 | 5531 | 0.6% |
| 7 | 3991 | 0.4% |
| Other values (3) | 8673 | 1.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7366585 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 647779 | 8.8% |
| e | 594312 | 8.1% |
| r | 548269 | 7.4% |
| o | 458878 | 6.2% |
| n | 350955 | 4.8% |
| i | 345087 | 4.7% |
| l | 253294 | 3.4% |
| 0 | 244423 | 3.3% |
| t | 244302 | 3.3% |
| C | 228167 | 3.1% |
| Other values (55) | 3451119 |
| Distinct | 68803 |
|---|---|
| Distinct (%) | 6.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30329.5275 |
| Minimum | 484 |
|---|---|
| Maximum | 2698500 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.4 MiB |
Quantile statistics
| Minimum | 484 |
|---|---|
| 5-th percentile | 12299 |
| Q1 | 19988 |
| median | 27068 |
| Q3 | 38335 |
| 95-th percentile | 56554 |
| Maximum | 2698500 |
| Range | 2698016 |
| Interquartile range (IQR) | 18347 |
Descriptive statistics
| Standard deviation | 15307.59773 |
|---|---|
| Coefficient of variation (CV) | 0.5047094035 |
| Kurtosis | 1232.734446 |
| Mean | 30329.5275 |
| Median Absolute Deviation (MAD) | 8452 |
| Skewness | 9.621228551 |
| Sum | 3.336248025 × 1010 |
| Variance | 234322548.3 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 17995 | 2012 | 0.2% |
| 18995 | 1969 | 0.2% |
| 19995 | 1960 | 0.2% |
| 16995 | 1947 | 0.2% |
| 15995 | 1621 | 0.1% |
| 14995 | 1516 | 0.1% |
| 17500 | 1513 | 0.1% |
| 20995 | 1487 | 0.1% |
| 21995 | 1445 | 0.1% |
| 16500 | 1442 | 0.1% |
| Other values (68793) | 1083088 |
| Value | Count | Frequency (%) |
| 484 | 3 | |
| 498 | 1 | < 0.1% |
| 500 | 1 | < 0.1% |
| 650 | 1 | < 0.1% |
| 749 | 1 | < 0.1% |
| 750 | 1 | < 0.1% |
| 762 | 1 | < 0.1% |
| 777 | 1 | < 0.1% |
| 795 | 1 | < 0.1% |
| 800 | 2 |
| Value | Count | Frequency (%) |
| 2698500 | 1 | |
| 2175000 | 1 | |
| 999995 | 1 | |
| 988512 | 1 | |
| 579525 | 1 | |
| 544500 | 1 | |
| 449995 | 1 | |
| 418500 | 1 | |
| 414991 | 1 | |
| 405675 | 1 |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.4 MiB |
| A | |
|---|---|
| CVT | |
| M | 13307 |
| Dual Clutch | 2976 |
Length
| Max length | 11 |
|---|---|
| Median length | 1 |
| Mean length | 1.386852727 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1525538 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | A |
|---|---|
| 2nd row | A |
| 3rd row | A |
| 4th row | A |
| 5th row | A |
Common Values
| Value | Count | Frequency (%) |
| A | 885828 | |
| CVT | 197889 | 18.0% |
| M | 13307 | 1.2% |
| Dual Clutch | 2976 | 0.3% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| a | 885828 | |
| cvt | 197889 | 17.9% |
| m | 13307 | 1.2% |
| dual | 2976 | 0.3% |
| clutch | 2976 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 885828 | |
| C | 200865 | 13.2% |
| V | 197889 | 13.0% |
| T | 197889 | 13.0% |
| M | 13307 | 0.9% |
| u | 5952 | 0.4% |
| l | 5952 | 0.4% |
| D | 2976 | 0.2% |
| a | 2976 | 0.2% |
| 2976 | 0.2% | |
| Other values (3) | 8928 | 0.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 1498754 | |
| Lowercase Letter | 23808 | 1.6% |
| Space Separator | 2976 | 0.2% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 885828 | |
| C | 200865 | 13.4% |
| V | 197889 | 13.2% |
| T | 197889 | 13.2% |
| M | 13307 | 0.9% |
| D | 2976 | 0.2% |
Lowercase Letter
| Value | Count | Frequency (%) |
| u | 5952 | |
| l | 5952 | |
| a | 2976 | |
| t | 2976 | |
| c | 2976 | |
| h | 2976 |
Space Separator
| Value | Count | Frequency (%) |
| 2976 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1522562 | |
| Common | 2976 | 0.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 885828 | |
| C | 200865 | 13.2% |
| V | 197889 | 13.0% |
| T | 197889 | 13.0% |
| M | 13307 | 0.9% |
| u | 5952 | 0.4% |
| l | 5952 | 0.4% |
| D | 2976 | 0.2% |
| a | 2976 | 0.2% |
| t | 2976 | 0.2% |
| Other values (2) | 5952 | 0.4% |
Common
| Value | Count | Frequency (%) |
| 2976 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1525538 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 885828 | |
| C | 200865 | 13.2% |
| V | 197889 | 13.0% |
| T | 197889 | 13.0% |
| M | 13307 | 0.9% |
| u | 5952 | 0.4% |
| l | 5952 | 0.4% |
| D | 2976 | 0.2% |
| a | 2976 | 0.2% |
| 2976 | 0.2% | |
| Other values (3) | 8928 | 0.6% |
| Distinct | 30 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.4 MiB |
| Automatic | |
|---|---|
| Continuously Variable Transmission | |
| 6-Speed Automatic | |
| 8-Speed Automatic | |
| 9-Speed Automatic | |
| Other values (25) |
Length
| Max length | 34 |
|---|---|
| Median length | 27 |
| Mean length | 16.67471091 |
| Min length | 6 |
Characters and Unicode
| Total characters | 18342182 |
|---|---|
| Distinct characters | 37 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 6-Speed Automatic |
|---|---|
| 2nd row | 6-Speed Automatic |
| 3rd row | 9-Speed Automatic |
| 4th row | 6-Speed Automatic |
| 5th row | 8-Speed Automatic |
Common Values
| Value | Count | Frequency (%) |
| Automatic | 468215 | |
| Continuously Variable Transmission | 197207 | |
| 6-Speed Automatic | 170695 | 15.5% |
| 8-Speed Automatic | 132227 | 12.0% |
| 9-Speed Automatic | 77976 | 7.1% |
| 6-Speed Automatic Overdrive | 11256 | 1.0% |
| 5-Speed Automatic | 9500 | 0.9% |
| 4-Speed Automatic | 7821 | 0.7% |
| 7-Speed Automatic | 7686 | 0.7% |
| 6-Speed Manual | 6830 | 0.6% |
| Other values (20) | 10587 | 1.0% |
Length
| Value | Count | Frequency (%) |
| automatic | 885828 | |
| variable | 197207 | 10.2% |
| transmission | 197207 | 10.2% |
| continuously | 197207 | 10.2% |
| 6-speed | 190088 | 9.8% |
| 8-speed | 133448 | 6.9% |
| 9-speed | 77985 | 4.0% |
| manual | 13307 | 0.7% |
| overdrive | 11456 | 0.6% |
| 5-speed | 10947 | 0.6% |
| Other values (8) | 23573 | 1.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 1971839 | 10.8% |
| i | 1686112 | 9.2% |
| a | 1507039 | 8.2% |
| o | 1477449 | 8.1% |
| u | 1299501 | 7.1% |
| m | 1083035 | 5.9% |
| e | 1078933 | 5.9% |
| c | 888804 | 4.8% |
| A | 885828 | 4.8% |
| 838253 | 4.6% | |
| Other values (27) | 5625389 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 14705246 | |
| Uppercase Letter | 1939617 | 10.6% |
| Space Separator | 838253 | 4.6% |
| Decimal Number | 429659 | 2.3% |
| Dash Punctuation | 429407 | 2.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 1971839 | |
| i | 1686112 | |
| a | 1507039 | |
| o | 1477449 | |
| u | 1299501 | |
| m | 1083035 | |
| e | 1078933 | |
| c | 888804 | |
| n | 802135 | 5.5% |
| s | 788828 | 5.4% |
| Other values (8) | 2121571 |
Decimal Number
| Value | Count | Frequency (%) |
| 6 | 190088 | |
| 8 | 133448 | |
| 9 | 77985 | |
| 5 | 10947 | 2.5% |
| 7 | 8835 | 2.1% |
| 4 | 7843 | 1.8% |
| 1 | 254 | 0.1% |
| 0 | 252 | 0.1% |
| 3 | 7 | < 0.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 885828 | |
| S | 429407 | |
| C | 200865 | 10.4% |
| T | 197889 | 10.2% |
| V | 197889 | 10.2% |
| M | 13307 | 0.7% |
| O | 11456 | 0.6% |
| D | 2976 | 0.2% |
Space Separator
| Value | Count | Frequency (%) |
| 838253 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 429407 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 16644863 | |
| Common | 1697319 | 9.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| t | 1971839 | |
| i | 1686112 | |
| a | 1507039 | 9.1% |
| o | 1477449 | 8.9% |
| u | 1299501 | 7.8% |
| m | 1083035 | 6.5% |
| e | 1078933 | 6.5% |
| c | 888804 | 5.3% |
| A | 885828 | 5.3% |
| n | 802135 | 4.8% |
| Other values (16) | 3964188 |
Common
| Value | Count | Frequency (%) |
| 838253 | ||
| - | 429407 | |
| 6 | 190088 | 11.2% |
| 8 | 133448 | 7.9% |
| 9 | 77985 | 4.6% |
| 5 | 10947 | 0.6% |
| 7 | 8835 | 0.5% |
| 4 | 7843 | 0.5% |
| 1 | 254 | < 0.1% |
| 0 | 252 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 18342182 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| t | 1971839 | 10.8% |
| i | 1686112 | 9.2% |
| a | 1507039 | 8.2% |
| o | 1477449 | 8.1% |
| u | 1299501 | 7.1% |
| m | 1083035 | 5.9% |
| e | 1078933 | 5.9% |
| c | 888804 | 4.8% |
| A | 885828 | 4.8% |
| 838253 | 4.6% | |
| Other values (27) | 5625389 |
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.4 MiB |
| FWD | |
|---|---|
| AWD | |
| 4WD | |
| RWD | |
| 4X2 | 38727 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 3300000 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | FWD |
|---|---|
| 2nd row | AWD |
| 3rd row | FWD |
| 4th row | AWD |
| 5th row | 4WD |
Common Values
| Value | Count | Frequency (%) |
| FWD | 468267 | |
| AWD | 298310 | |
| 4WD | 247006 | |
| RWD | 47690 | 4.3% |
| 4X2 | 38727 | 3.5% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| fwd | 468267 | |
| awd | 298310 | |
| 4wd | 247006 | |
| rwd | 47690 | 4.3% |
| 4x2 | 38727 | 3.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| W | 1061273 | |
| D | 1061273 | |
| F | 468267 | |
| A | 298310 | 9.0% |
| 4 | 285733 | 8.7% |
| R | 47690 | 1.4% |
| X | 38727 | 1.2% |
| 2 | 38727 | 1.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 2975540 | |
| Decimal Number | 324460 | 9.8% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| W | 1061273 | |
| D | 1061273 | |
| F | 468267 | |
| A | 298310 | 10.0% |
| R | 47690 | 1.6% |
| X | 38727 | 1.3% |
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 285733 | |
| 2 | 38727 | 11.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2975540 | |
| Common | 324460 | 9.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| W | 1061273 | |
| D | 1061273 | |
| F | 468267 | |
| A | 298310 | 10.0% |
| R | 47690 | 1.6% |
| X | 38727 | 1.3% |
Common
| Value | Count | Frequency (%) |
| 4 | 285733 | |
| 2 | 38727 | 11.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3300000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| W | 1061273 | |
| D | 1061273 | |
| F | 468267 | |
| A | 298310 | 9.0% |
| 4 | 285733 | 8.7% |
| R | 47690 | 1.4% |
| X | 38727 | 1.2% |
| 2 | 38727 | 1.2% |
| Distinct | 309 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 114.6296169 |
| Minimum | 90.6 |
|---|---|
| Maximum | 164.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.4 MiB |
Quantile statistics
| Minimum | 90.6 |
|---|---|
| 5-th percentile | 100.6 |
| Q1 | 106.3 |
| median | 111.2 |
| Q3 | 118.1 |
| 95-th percentile | 145 |
| Maximum | 164.6 |
| Range | 74 |
| Interquartile range (IQR) | 11.8 |
Descriptive statistics
| Standard deviation | 13.18463103 |
|---|---|
| Coefficient of variation (CV) | 0.1150194111 |
| Kurtosis | 1.043107448 |
| Mean | 114.6296169 |
| Median Absolute Deviation (MAD) | 5.3 |
| Skewness | 1.427942261 |
| Sum | 126092578.6 |
| Variance | 173.8344954 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 106.3 | 57199 | 5.2% |
| 112.2 | 52038 | 4.7% |
| 145 | 50324 | 4.6% |
| 105.1 | 34137 | 3.1% |
| 106.5 | 31198 | 2.8% |
| 100.6 | 30649 | 2.8% |
| 111.2 | 28207 | 2.6% |
| 111.4 | 27371 | 2.5% |
| 104.7 | 25454 | 2.3% |
| 111 | 23969 | 2.2% |
| Other values (299) | 739454 |
| Value | Count | Frequency (%) |
| 90.6 | 238 | < 0.1% |
| 93.3 | 6 | < 0.1% |
| 93.4 | 72 | < 0.1% |
| 93.5 | 179 | < 0.1% |
| 94.9 | 5 | < 0.1% |
| 95.4 | 977 | |
| 95.6 | 3 | < 0.1% |
| 96.1 | 3 | < 0.1% |
| 96.5 | 1128 | |
| 96.8 | 953 |
| Value | Count | Frequency (%) |
| 164.6 | 60 | < 0.1% |
| 163.7 | 21 | < 0.1% |
| 163.1 | 6 | < 0.1% |
| 163 | 3 | < 0.1% |
| 160.3 | 7 | < 0.1% |
| 157.5 | 19 | < 0.1% |
| 157.1 | 3 | < 0.1% |
| 157 | 37 | < 0.1% |
| 156.8 | 2863 | |
| 156.6 | 6 | < 0.1% |
| Distinct | 231 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 78.37142236 |
| Minimum | 62.9 |
|---|---|
| Maximum | 98.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.4 MiB |
Quantile statistics
| Minimum | 62.9 |
|---|---|
| 5-th percentile | 69.9 |
| Q1 | 72.6 |
| median | 77.3 |
| Q3 | 82.6 |
| 95-th percentile | 96.8 |
| Maximum | 98.6 |
| Range | 35.7 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 7.249061963 |
|---|---|
| Coefficient of variation (CV) | 0.09249624091 |
| Kurtosis | 0.1253460526 |
| Mean | 78.37142236 |
| Median Absolute Deviation (MAD) | 4.8 |
| Skewness | 0.8400589133 |
| Sum | 86208564.6 |
| Variance | 52.54889934 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 96.8 | 53208 | 4.8% |
| 72.4 | 47151 | 4.3% |
| 73 | 42242 | 3.8% |
| 69.9 | 34062 | 3.1% |
| 70.9 | 32527 | 3.0% |
| 73.2 | 28975 | 2.6% |
| 81.2 | 26976 | 2.5% |
| 80 | 26427 | 2.4% |
| 82.1 | 24948 | 2.3% |
| 70.8 | 24604 | 2.2% |
| Other values (221) | 758880 |
| Value | Count | Frequency (%) |
| 62.9 | 179 | < 0.1% |
| 63.7 | 1 | < 0.1% |
| 64.1 | 32 | < 0.1% |
| 65.4 | 5 | < 0.1% |
| 65.6 | 1108 | |
| 65.7 | 888 | |
| 65.9 | 2 | < 0.1% |
| 66.1 | 18 | < 0.1% |
| 66.2 | 20 | < 0.1% |
| 66.3 | 10 | < 0.1% |
| Value | Count | Frequency (%) |
| 98.6 | 41 | < 0.1% |
| 97.4 | 441 | < 0.1% |
| 97 | 2004 | 0.2% |
| 96.8 | 53208 | |
| 95.7 | 17 | < 0.1% |
| 93.8 | 822 | 0.1% |
| 93.4 | 9338 | 0.8% |
| 92.3 | 5625 | 0.5% |
| 91.8 | 1732 | 0.2% |
| 91.5 | 1668 | 0.2% |
| Distinct | 32 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2018.496676 |
| Minimum | 1989 |
|---|---|
| Maximum | 2021 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.4 MiB |
Quantile statistics
| Minimum | 1989 |
|---|---|
| 5-th percentile | 2014 |
| Q1 | 2017 |
| median | 2020 |
| Q3 | 2020 |
| 95-th percentile | 2020 |
| Maximum | 2021 |
| Range | 32 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.427173766 |
|---|---|
| Coefficient of variation (CV) | 0.00120246607 |
| Kurtosis | 7.782431978 |
| Mean | 2018.496676 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -2.321185733 |
| Sum | 2220346344 |
| Variance | 5.891172491 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2020 | 551435 | |
| 2017 | 154762 | 14.1% |
| 2019 | 117682 | 10.7% |
| 2018 | 88384 | 8.0% |
| 2016 | 43572 | 4.0% |
| 2021 | 40716 | 3.7% |
| 2015 | 30126 | 2.7% |
| 2014 | 21135 | 1.9% |
| 2013 | 15915 | 1.4% |
| 2012 | 10763 | 1.0% |
| Other values (22) | 25510 | 2.3% |
| Value | Count | Frequency (%) |
| 1989 | 1 | < 0.1% |
| 1991 | 2 | < 0.1% |
| 1992 | 5 | < 0.1% |
| 1993 | 4 | < 0.1% |
| 1994 | 7 | < 0.1% |
| 1995 | 18 | < 0.1% |
| 1996 | 8 | < 0.1% |
| 1997 | 33 | |
| 1998 | 53 | |
| 1999 | 55 |
| Value | Count | Frequency (%) |
| 2021 | 40716 | 3.7% |
| 2020 | 551435 | |
| 2019 | 117682 | 10.7% |
| 2018 | 88384 | 8.0% |
| 2017 | 154762 | 14.1% |
| 2016 | 43572 | 4.0% |
| 2015 | 30126 | 2.7% |
| 2014 | 21135 | 1.9% |
| 2013 | 15915 | 1.4% |
| 2012 | 10763 | 1.0% |
| Distinct | 341 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 249.8175509 |
| Minimum | 74 |
|---|---|
| Maximum | 808 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.4 MiB |
Quantile statistics
| Minimum | 74 |
|---|---|
| 5-th percentile | 138 |
| Q1 | 176 |
| median | 250 |
| Q3 | 305 |
| 95-th percentile | 395 |
| Maximum | 808 |
| Range | 734 |
| Interquartile range (IQR) | 129 |
Descriptive statistics
| Standard deviation | 87.41140026 |
|---|---|
| Coefficient of variation (CV) | 0.3499009575 |
| Kurtosis | -0.06472948451 |
| Mean | 249.8175509 |
| Median Absolute Deviation (MAD) | 69 |
| Skewness | 0.5414514795 |
| Sum | 274799306 |
| Variance | 7640.752895 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 395 | 76196 | 6.9% |
| 170 | 46707 | 4.2% |
| 310 | 36767 | 3.3% |
| 355 | 36451 | 3.3% |
| 138 | 33069 | 3.0% |
| 147 | 31199 | 2.8% |
| 295 | 30043 | 2.7% |
| 181 | 29578 | 2.7% |
| 280 | 26063 | 2.4% |
| 185 | 24705 | 2.2% |
| Other values (331) | 729222 |
| Value | Count | Frequency (%) |
| 74 | 49 | < 0.1% |
| 78 | 1939 | |
| 84 | 179 | < 0.1% |
| 90 | 1 | < 0.1% |
| 93 | 4 | < 0.1% |
| 96 | 1 | < 0.1% |
| 100 | 45 | < 0.1% |
| 101 | 167 | < 0.1% |
| 103 | 12 | < 0.1% |
| 104 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 808 | 13 | < 0.1% |
| 797 | 125 | < 0.1% |
| 760 | 37 | < 0.1% |
| 717 | 127 | < 0.1% |
| 707 | 396 | |
| 700 | 4 | < 0.1% |
| 662 | 15 | < 0.1% |
| 650 | 135 | < 0.1% |
| 640 | 16 | < 0.1% |
| 633 | 2 | < 0.1% |
| Distinct | 89 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3539.321395 |
| Minimum | 200 |
|---|---|
| Maximum | 6800 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.4 MiB |
Quantile statistics
| Minimum | 200 |
|---|---|
| 5-th percentile | 1400 |
| Q1 | 2500 |
| median | 4000 |
| Q3 | 4400 |
| 95-th percentile | 4900 |
| Maximum | 6800 |
| Range | 6600 |
| Interquartile range (IQR) | 1900 |
Descriptive statistics
| Standard deviation | 1251.836388 |
|---|---|
| Coefficient of variation (CV) | 0.3536939001 |
| Kurtosis | -0.2316823695 |
| Mean | 3539.321395 |
| Median Absolute Deviation (MAD) | 500 |
| Skewness | -0.9396727868 |
| Sum | 3893253534 |
| Variance | 1567094.341 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4000 | 125618 | 11.4% |
| 4400 | 118985 | 10.8% |
| 4500 | 76954 | 7.0% |
| 4100 | 59262 | 5.4% |
| 4700 | 56916 | 5.2% |
| 2000 | 55620 | 5.1% |
| 1500 | 51633 | 4.7% |
| 4800 | 47386 | 4.3% |
| 3000 | 44119 | 4.0% |
| 3950 | 33724 | 3.1% |
| Other values (79) | 429783 |
| Value | Count | Frequency (%) |
| 200 | 30649 | |
| 233 | 91 | < 0.1% |
| 323 | 27 | < 0.1% |
| 400 | 11 | < 0.1% |
| 1000 | 11 | < 0.1% |
| 1200 | 2809 | 0.3% |
| 1250 | 4050 | 0.4% |
| 1300 | 5523 | 0.5% |
| 1350 | 1238 | 0.1% |
| 1370 | 1764 | 0.2% |
| Value | Count | Frequency (%) |
| 6800 | 3 | < 0.1% |
| 6600 | 35 | < 0.1% |
| 6400 | 171 | < 0.1% |
| 6100 | 22 | < 0.1% |
| 6000 | 6 | < 0.1% |
| 5800 | 2 | < 0.1% |
| 5700 | 1966 | |
| 5600 | 88 | < 0.1% |
| 5500 | 21 | < 0.1% |
| 5400 | 45 | < 0.1% |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| back_legroom | body_type | city_fuel_economy | daysonmarket | engine_cylinders | engine_displacement | franchise_make | front_legroom | fuel_tank_volume | fuel_type | height | highway_fuel_economy | horsepower | is_new | length | listed_date | listing_color | listing_id | maximum_seating | mileage | model_name | price | transmission | transmission_display | wheel_system | wheelbase | width | year | Torque_lb_ft | Torque_RPM | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 38.1 | Sedan | 27.0 | 55 | I4 | 1500.0 | Chevrolet | 42.0 | 15.8 gal | Gasoline | 57.6 | 36.0 | 160.0 | False | 193.8 | 2020-07-16 | SILVER | 276675304 | 5 seats | 42394.0 | Malibu | 14639.0 | A | 6-Speed Automatic | FWD | 111.4 | 73.0 | 2018 | 160 | 2500 |
| 1 | 27.3 | Coupe | 18.0 | 36 | V6 | 3500.0 | Jeep | 45.4 | 17.4 gal | Gasoline | 55.1 | 24.0 | 311.0 | False | 184.8 | 2020-08-04 | BLACK | 278352194 | 4 seats | 62251.0 | RC 350 | 32000.0 | A | 6-Speed Automatic | AWD | 107.5 | 81.5 | 2018 | 311 | 4800 |
| 2 | 38.4 | SUV / Crossover | 18.0 | 27 | V6 | 3600.0 | Chevrolet | 41.0 | 19.4 gal | Gasoline | 70.7 | 27.0 | 310.0 | False | 204.3 | 2020-08-13 | SILVER | 279129180 | 8 seats | 36410.0 | Traverse | 23723.0 | A | 9-Speed Automatic | FWD | 120.9 | 78.6 | 2018 | 310 | 2800 |
| 3 | 36.8 | SUV / Crossover | 15.0 | 27 | V6 | 3600.0 | Chevrolet | 41.3 | 22 gal | Gasoline | 69.9 | 22.0 | 281.0 | False | 203.7 | 2020-08-13 | SILVER | 279129181 | 8 seats | 36055.0 | Traverse | 22422.0 | A | 6-Speed Automatic | AWD | 118.9 | 78.5 | 2017 | 281 | 3400 |
| 4 | 38.6 | SUV / Crossover | 18.0 | 24 | V6 | 3600.0 | Chevrolet | 40.3 | 24.6 gal | Gasoline | 69.3 | 25.0 | 295.0 | False | 189.8 | 2020-08-16 | BLACK | 279531621 | 5 seats | 25745.0 | Grand Cherokee | 29424.0 | A | 8-Speed Automatic | 4WD | 114.8 | 84.8 | 2018 | 295 | 4800 |
| 5 | 39.4 | SUV / Crossover | 20.0 | 20 | I4 | 2400.0 | Jeep | 40.6 | 13.5 gal | Gasoline | 65.0 | 25.0 | 172.0 | False | 175.1 | 2020-08-20 | BLACK | 279775073 | 5 seats | 14607.0 | Compass | 17000.0 | A | 6-Speed Automatic | 4WD | 103.7 | 71.4 | 2017 | 172 | 4400 |
| 6 | 34.1 | Coupe | 27.0 | 102 | I4 | 2000.0 | Jeep | 42.6 | 13.2 gal | Gasoline | 55.1 | 34.0 | 147.0 | False | 166.9 | 2020-05-30 | RED | 272950938 | 4 seats | 3073.0 | Veloster | 16900.0 | A | 6-Speed Automatic | FWD | 104.3 | 70.9 | 2020 | 147 | 4500 |
| 7 | 38.6 | SUV / Crossover | 18.0 | 35 | V6 | 3000.0 | Jeep | 40.3 | 24.6 gal | Gasoline | 69.3 | 25.0 | 241.0 | False | 189.8 | 2020-08-05 | SILVER | 278462572 | 5 seats | 16467.0 | Grand Cherokee | 25500.0 | A | 8-Speed Automatic | 4WD | 114.8 | 84.8 | 2017 | 360 | 4250 |
| 8 | 38.4 | SUV / Crossover | 18.0 | 41 | V6 | 3600.0 | Chevrolet | 41.0 | 19.4 gal | Gasoline | 70.7 | 27.0 | 310.0 | False | 204.3 | 2020-07-30 | WHITE | 277998707 | 8 seats | 37536.0 | Traverse | 23939.0 | A | 9-Speed Automatic | FWD | 120.9 | 78.6 | 2018 | 310 | 2800 |
| 9 | 39.5 | SUV / Crossover | 24.0 | 246 | I4 | 2000.0 | Cadillac | 40.4 | 15.9 gal | Gasoline | 64.1 | 30.0 | 237.0 | False | 181.1 | 2020-01-07 | BLACK | 262490501 | 5 seats | 6946.0 | XT4 | 31339.0 | A | 9-Speed Automatic | FWD | 109.4 | 83.5 | 2019 | 237 | 1500 |
Last rows
| back_legroom | body_type | city_fuel_economy | daysonmarket | engine_cylinders | engine_displacement | franchise_make | front_legroom | fuel_tank_volume | fuel_type | height | highway_fuel_economy | horsepower | is_new | length | listed_date | listing_color | listing_id | maximum_seating | mileage | model_name | price | transmission | transmission_display | wheel_system | wheelbase | width | year | Torque_lb_ft | Torque_RPM | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1099990 | 39.4 | SUV / Crossover | 18.0 | 10 | V6 | 3300.0 | Buick | 44.1 | 18.8 gal | Gasoline | 66.5 | 25.0 | 290.0 | False | 187.4 | 2020-09-01 | BLACK | 280885792 | 7 seats | 32652.0 | Sorento | 29900.0 | A | Automatic | FWD | 109.4 | 74.4 | 2018 | 290 | 5300 |
| 1099991 | 35.7 | SUV / Crossover | 26.0 | 342 | I4 | 1400.0 | Chevrolet | 40.8 | 14 gal | Gasoline | 66.0 | 31.0 | 138.0 | True | 167.6 | 2019-10-05 | WHITE | 254356206 | 5 seats | 4043.0 | Trax | 19087.0 | A | 6-Speed Automatic | FWD | 100.6 | 69.9 | 2020 | 138 | 200 |
| 1099992 | 35.8 | Pickup Truck | 18.0 | 31 | V6 | 3600.0 | Chevrolet | 45.0 | 21 gal | Gasoline | 70.7 | 25.0 | 308.0 | True | 212.7 | 2020-08-11 | WHITE | 278965192 | 5 seats | 3.0 | Colorado | 29268.0 | A | 8-Speed Automatic | 4X2 | 128.3 | 83.9 | 2021 | 308 | 4000 |
| 1099993 | 38.1 | Sedan | 27.0 | 499 | I4 | 1500.0 | Chevrolet | 42.0 | 15.8 gal | Gasoline | 57.6 | 36.0 | 160.0 | False | 193.8 | 2019-05-01 | RED | 239502065 | 5 seats | 4165.0 | Malibu | 18465.0 | A | 6-Speed Automatic | FWD | 111.4 | 73.0 | 2018 | 160 | 2500 |
| 1099994 | 35.7 | SUV / Crossover | 26.0 | 339 | I4 | 1400.0 | Chevrolet | 40.8 | 14 gal | Gasoline | 66.0 | 31.0 | 138.0 | True | 167.6 | 2019-10-08 | UNKNOWN | 254539054 | 5 seats | 7.0 | Trax | 19087.0 | A | 6-Speed Automatic | FWD | 100.6 | 69.9 | 2020 | 138 | 200 |
| 1099995 | 43.6 | Pickup Truck | 15.0 | 13 | V8 Flex Fuel Vehicle | 5000.0 | Ford | 43.9 | 26 gal | Flex Fuel Vehicle | 77.2 | 21.0 | 395.0 | True | 231.9 | 2020-08-29 | WHITE | 280732107 | 5 seats | 3.0 | F-150 | 61577.0 | A | Automatic | 4WD | 145.0 | 96.8 | 2020 | 375 | 3500 |
| 1099996 | 45.2 | Pickup Truck | 15.0 | 1 | V8 | 5700.0 | RAM | 40.9 | 26 gal | Gasoline | 77.5 | 22.0 | 395.0 | True | 232.9 | 2020-09-10 | BLUE | 281771612 | 6 seats | 20.0 | 1500 | 41595.0 | A | Automatic | 4X2 | 144.6 | 82.1 | 2020 | 395 | 3950 |
| 1099997 | 38.6 | SUV / Crossover | 14.0 | 14 | V8 | 5700.0 | Dodge | 40.3 | 24.6 gal | Gasoline | 71.9 | 22.0 | 360.0 | True | 201.2 | 2020-08-28 | GRAY | 280578742 | 7 seats | 22.0 | Durango | 44991.0 | A | Automatic | RWD | 119.8 | 85.5 | 2020 | 360 | 4250 |
| 1099998 | 38.1 | Sedan | 25.0 | 30 | I4 | 1800.0 | Volkswagen | 41.2 | 14.5 gal | Gasoline | 57.2 | 35.0 | 170.0 | False | 183.3 | 2020-08-12 | RED | 279061599 | 5 seats | 31490.0 | Jetta | 16969.0 | A | 6-Speed Automatic | FWD | 104.4 | 70.0 | 2017 | 170 | 1500 |
| 1099999 | 30.3 | Coupe | 17.0 | 45 | V6 | 3800.0 | Chevrolet | 44.1 | 17.2 gal | Gasoline | 54.5 | 24.0 | 348.0 | False | 182.3 | 2020-07-28 | SILVER | 277726752 | 4 seats | 39076.0 | Genesis Coupe | 17992.0 | M | 6-Speed Manual | RWD | 111.0 | 73.4 | 2016 | 348 | 5100 |